{"id":"W4308201723","doi":"10.22374/ijmsch.v5isp2.77","title":"Renegotiating Roles as Fathers and Workers: Exploring the Experiences of Migrant and Refugee Men in Australia","year":2022,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Focus group; Gender studies; Population; Service provider; Family reunification; Sociology; Political science; Psychology; Immigration; Service (business); Business; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00251194,0.00004481319,0.0001191557,0.00006884594,0.0009815022,0.00005070893,0.0002414162,0.00001593153,0.00002587469],"category_scores_gemma":[0.00008037093,0.00003633225,0.00002211999,0.0001007564,0.0001884237,0.0001574661,0.0000994471,0.000363903,3.334293e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059658,"about_ca_system_score_gemma":0.0001427242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02913656,"about_ca_topic_score_gemma":0.02740877,"domain_scores_codex":[0.9981081,0.00111226,0.0002739944,0.00004021796,0.0003736898,0.00009168361],"domain_scores_gemma":[0.9993309,0.0002157334,0.0002970595,0.00003128849,0.0000746094,0.00005043003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005516029,0.00004850688,0.01412884,0.000004692276,0.0000224484,0.00000126735,0.9706739,0.00001479521,0.00001706199,0.005500407,0.00009170861,0.009441195],"study_design_scores_gemma":[0.0002813832,0.000106832,0.01871452,0.00003505398,0.000003050182,0.000006338531,0.975832,0.00006634122,0.000003151433,0.002096374,0.002817581,0.00003738889],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993102,0.0003013335,0.000005812657,0.00606889,0.0001123598,0.00005395968,0.000003703935,0.000002378282,0.0003495704],"genre_scores_gemma":[0.9989452,0.0006823771,0.00004987868,0.0001718835,0.00006760553,0.000006668203,9.562769e-7,0.000002258071,0.00007318358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009403806,"threshold_uncertainty_score":0.9903385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09297176334610309,"score_gpt":0.3970922210964168,"score_spread":0.3041204577503137,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}